MULTI-VIEW THREE-DIMENSIONAL MESH GENERATION

Patent №

US 11,783,542

Granted

2023-10-10

Filed 2021

Owner

AMAZON TECHNOLOGIES, INC.

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17489487

Devices and techniques are generally described for three dimensional mesh generation. In various examples, first two-dimensional (2D) image data representing a human body may be received from a first image sensor. Second 2D image data representing the human body may be received from a second image sensor. A first pose parameter and a first shape parameter may be determined using a first three-dimensional (3D) mesh prediction model and the first 2D image data. A second pose parameter and a second shape parameter may be determined using a second 3D mesh prediction model and the second 2D image data. In various examples, an updated 3D mesh prediction model may be generated from the first 3D mesh prediction model based at least in part on a first difference between the first pose parameter and the second pose parameter and a second difference between the first shape parameter and the second shape parameter.

Machine learningVisionAI hardwareG06N 3/094G06T 17/20G06N 3/045G06N 3/0464G06N 3/08G06T 7/20G06T 7/55G06T 7/70+8 more

AI classification

Vision1.00
AI hardware0.98
Machine learning0.98
Evolutionary computation0.19
Knowledge representation0.08
Planning0.03
Natural language0.00
Speech0.00

Ownership

AMAZON TECHNOLOGIES, INC.

assignment · 576460006

Assignors

GOLDMAN, MATAN, FRITZ, LIOR, MEIR, OMER, KISSOS, IMRY, HARARI, YAAR, OKS, EDUARD, KLIGER, MARK

On an employer assignment, the assignors are typically the inventors.

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